Recursive Identification of Complex-Valued Weights Linear Dynamical Systems of Fractional Order with Errors-in-Variables

被引:0
|
作者
Ivanov, D. V. [1 ]
Nikishchenkov, S. A. [1 ]
Zharkova, A. A. [2 ]
Kuchinsky, A. V. [2 ]
Ilmushkin, A. A. [2 ]
机构
[1] Samara State Univ Transport, Samara, Russia
[2] Moscow State Univ Technol & Management, Moscow, Russia
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we extend the results estimation of linear fractional systems to the complex-valued case. A recursive algorithm is proposed for identification single-input-single-output complex-valued weights linear dynamical systems of fractional order with errors-in-variables. The paper describes the realization of the proposed algorithm. Finally, some simulation results illustrate the performance of the proposed algorithm. Proposed algorithm is higher accuracy than that of recursive least square.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Identification Discrete Fractional Order Linear Dynamic Systems with errors-in-variables
    Ivanov, D. V.
    [J]. PROCEEDINGS OF IEEE EAST-WEST DESIGN & TEST SYMPOSIUM (EWDTS 2013), 2013,
  • [2] Identification Fractional Linear Dynamic Systems with fractional errors-in-variables
    Ivanov, D. V.
    Ivanov, A. V.
    [J]. INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGIES IN BUSINESS AND INDUSTRY 2016, 2017, 803
  • [3] Recursive identification of errors-in-variables systems
    Chen, Han-Fu
    [J]. 2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, : 1576 - 1580
  • [4] Recursive identification for multivariate errors-in-variables systems
    Chen, Han-Fu
    [J]. AUTOMATICA, 2007, 43 (07) : 1234 - 1242
  • [5] Recursive identification of errors-in-variables Wiener systems
    Mu, Bi-Qiang
    Chen, Han-Fu
    [J]. AUTOMATICA, 2013, 49 (09) : 2744 - 2753
  • [6] Pinning synchronization and parameter identification of fractional-order complex-valued dynamical networks with multiple weights
    Ding, Dawei
    Wang, Ya
    Hu, Yongbing
    Yang, Zongli
    Zhang, Hongwei
    Zhang, Xu
    [J]. EUROPEAN PHYSICAL JOURNAL B, 2022, 95 (08):
  • [7] Pinning synchronization and parameter identification of fractional-order complex-valued dynamical networks with multiple weights
    Dawei Ding
    Ya Wang
    Yongbing Hu
    Zongli Yang
    Hongwei Zhang
    Xu Zhang
    [J]. The European Physical Journal B, 2022, 95
  • [8] Learning Algorithm for Fractional Dynamical Systems with Autocorrelated Errors-in-Variables
    Ivanov, Dmitriy V.
    Sandler, Ilya L.
    Chertykovtseva, Natalya V.
    Bobkova, Elena U.
    [J]. PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE OF INFORMATION AND COMMUNICATION TECHNOLOGY [ICICT-2019], 2019, 154 : 311 - 318
  • [9] Recursive identification of errors-in-variables Wiener-Hammerstein systems
    Mu, Bi-Qiang
    Chen, Han-Fu
    [J]. EUROPEAN JOURNAL OF CONTROL, 2014, 20 (01) : 14 - 23
  • [10] Recursive bias-compensating algorithm for the identification of dynamical bilinear systems in the errors-in-variables framework
    Larkowski, T.
    Linden, J. G.
    Vinsonneau, B.
    Burnham, K. J.
    [J]. ICINCO 2008: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL SPSMC: SIGNAL PROCESSING, SYSTEMS MODELING AND CONTROL, 2008, : 38 - 45